A FAULT DIAGNOSIS METHOD BASED ON SUPPORT VECTOR MACHINE OPTIMIZED BY IMPROVED FRUIT FLY OPTIMIZATION ALGORITHM
In order to improve diagnosis accuracy of support vector machine(SVM) in mechanical fault diagnosis, fruit fly optimization algorithm was improved and a fault diagnosis method based on SVM optimized by improved FOA was proposed. In improved FOA(IFOA), history location information was introduced when...
Saved in:
Main Authors: | HUANG XiaoLu, ZHOU XiangZhen |
---|---|
Format: | Article |
Language: | zho |
Published: |
Editorial Office of Journal of Mechanical Strength
2019-01-01
|
Series: | Jixie qiangdu |
Subjects: | |
Online Access: | http://www.jxqd.net.cn/thesisDetails#10.16579/j.issn.1001.9669.2019.03.011 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
OPTIMIZED SVM BASED ON IMPROVED FOA AND ITS APPLICATION IN FAULT DAIGNOSIS
by: SUN YaoQin
Published: (2017-01-01) -
MOTOR BEARING FAULT DIAGNOSIS BASED ON RELEVANCE VECTOR MACHINE OPTIMIZE BY IMPROVED FRUIT FLY OPTIMIZATION ALGORITHM
by: WANG HanZhang
Published: (2019-01-01) -
GEARBOX DIAGNOSIS BASED ON SVM OPTIMIZED BY DOUBLE GROUP COEVOLUTION FRUIT FLY OPTIMIZATION ALGORITHM
by: LEI Biao, et al.
Published: (2022-01-01) -
Classification and Recognition Method for Bearing Fault based on IFOA-SVM
by: Wei Zhang, et al.
Published: (2021-02-01) -
A FAULT DIAGNOSIS METHOD BASED ON IMPROVED ARTIFICAL BEE COLONY OPTIMIZE SUPPORT VECTOR MACHINE
by: WU YinHua, et al.
Published: (2018-01-01)